Keyword : self-organizing map (SOM)

Hierarchical Tensor Manifold Modeling for Multi-Group Analysis
Hideaki ISHIBASHI Masayoshi ERA Tetsuo FURUKAWA 
Publication:   
Publication Date: 2018/11/01
Vol. E101-A  No. 11 ; pp. 1745-1755
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: Neural Networks and Bioengineering
Keyword: 
multi-group analysis, multi-level analysis, role estimation, tensor analysis, self-organizing map (SOM), 
 Summary | Full Text:PDF
Extrapolation of Group Proximity from Member Relations Using Embedding and Distribution Mapping
Hideaki MISAWA Keiichi HORIO Nobuo MOROTOMI Kazumasa FUKUDA Hatsumi TANIGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/03/01
Vol. E95-D  No. 3 ; pp. 804-811
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
group proximity, relational data, multidimensional scaling (MDS), self-organizing map (SOM), SOM of SOMs (SOM2), 
 Summary | Full Text:PDF
Improvement of Plastic Landmine Visualization Performance by Use of Ring-CSOM and Frequency-Domain Local Correlation
Yukimasa NAKANO Akira HIROSE 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2009/01/01
Vol. E92-C  No. 1 ; pp. 102-108
Type of Manuscript:  Special Section PAPER (Special Section on Recent Progress in Electromagnetic Theory and its Application)
Category: 
Keyword: 
ground penetrating radar (GPR), self-organizing map (SOM), 
 Summary | Full Text:PDF
Utilizing "Wisdom of Crowds" for Handling Multimedia Contents
Koichiro ISHIKAWA Yoshihisa SHINOZAWA Akito SAKURAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/10/01
Vol. E90-D  No. 10 ; pp. 1657-1662
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System)
Category: 
Keyword: 
wisdom of crowds, collective intelligence, multimedia contents, summarization, self-organizing map (SOM), 
 Summary | Full Text:PDF
Independent Component Analysis for Image Recovery Using SOM-Based Noise Detection
Xiaowei ZHANG Nuo ZHANG Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/06/01
Vol. E90-A  No. 6 ; pp. 1125-1132
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
fixed-point algorithm, Gaussian moments-based fixed-point algorithm, image recovery, independent component analysis (ICA), noise detection, self-organizing map (SOM), 
 Summary | Full Text:PDF
Self-Organizing Map for Group Technology Oriented Plant Layout Planning
Takeshi TATEYAMA Seiichi KAWATA Hideaki OHTA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/11/01
Vol. E86-A  No. 11 ; pp. 2747-2754
Type of Manuscript:  Special Section PAPER (Special Section on Concurrent System Technology)
Category: 
Keyword: 
group technology, cellular manufacturing, plant layout planning, self-organizing map (SOM), machine-part matrix, clustering, 
 Summary | Full Text:PDF
Factor Controlled Hierarchical SOM Visualization for Large Set of Data
Junan CHAKMA Kyoji UMEMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/09/01
Vol. E86-D  No. 9 ; pp. 1796-1803
Type of Manuscript:  Special Section PAPER (Special Issue on Text Processing for Information Access)
Category: 
Keyword: 
self-organizing map (SOM), data visualization, hierarchical SOM browsing, factor contolled hierarchical SOM visualization, 
 Summary | Full Text:PDF
Energy Spectrum-Based Analysis of Musical Sounds Using Self-Organizing Map
Masao MASUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/09/01
Vol. E86-D  No. 9 ; pp. 1934-1938
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
musical work, musical sound, energy spectrum, self-organizing map (SOM), 
 Summary | Full Text:PDF
Combining Recurrent Neural Networks with Self-Organizing Map for Channel Equalization
Xiaoqiu WANG Hua LIN Jianming LU Takashi YAHAGI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2002/10/01
Vol. E85-B  No. 10 ; pp. 2227-2235
Type of Manuscript:  PAPER
Category: Communication Devices/Circuits
Keyword: 
recurrent neural network (RNN), self-organizing map (SOM), real-time recurrent learning (RTRL), winning neuron, quadrature amplitude modulation (QAM), 
 Summary | Full Text:PDF
QoS Evaluation of VoIP Communication Employing Self-Organizing Neural Network
Masao MASUGI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2002/09/01
Vol. E85-B  No. 9 ; pp. 1867-1871
Type of Manuscript:  LETTER
Category: Internet
Keyword: 
voice over IP, QoS, self-organizing map (SOM), PSQM, 
 Summary | Full Text:PDF